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MARUYAMA Minoru|Shinshu University Researcher List

MARUYAMA Minoru

Academic Assembly School of Science and Technology Institute of Engineering

Faculty of Engineering Electrical and Computer Engineering 

professor 

Degree

  • Ph.D (Engineering), University of Tokyo

Field Of Study

  • machine learning

Career

  • 2010
    Professor, Shinshu Univ
  • 1990 - 1991
    Artificial Intelligence Lab., MIT visiting scientist
  • 1982 - 1996
    Central Research Lab., Mitsubishi Electric Corp.

Educational Background

  • 1982, The University of Tokyo, Faculty of Engineering

Award

  • 2008
    IAPR, 8th IAPR Workshop on Document Analysis Systems (DAS2008)  Best Paper Award Honorable Mention

Paper

  • A Guitar Training System for Beginners Using a Mixed Reality Device and a MIDI Guitar
    Yoshiaki Azuma, Hidetoshi Miyao, and Minoru Maruyama
    Proc. 24th International Conference on Human-Computer Interaction, 19-26, 2022
  • Multimodal Analogy-Based Image Retrieval by Improving Semantic Embeddings
    Kosuke Ota, Keiichiro Shirai, Hidetoshi Miyao, and Minoru Maruyama
    Journal of Advanced Computational Intelligence and Intelligent Informatics, 26(6), 995-1003, 2022
  • Efficient Pixel-Wise SVD Required for Image Processing Using the Color Line Feature
    Keiichiro Shirai, Yuya Ito, Hidetoshi Miyao and Minoru Maruyama
    IEEE Access, 9, 79449- 79460, 2021
  • A pen gesture-based editing system for online handwritten objects on a pen computer
    Hidetoshi Miyao, Keisuke Nakamura, Shinya Nakazawa, Minoru Maruyama
    Proc. 19th International Conference on Human-Computer Interaction, part II, 177-184, 2017
  • Interactive Image Search System Based on Multimodal Analogy
    Proc. 19th International Conference on Human-Computer Interaction, part II, 591-596, 2017
  • Principal Noiseless Color Component Extraction by Linear Color Composition with Optimal Coefficients
    Takuya Sugimoto, Kazuhiro Fujimori, Keiichiro Shirai, Hidetoshi Miyao, Minoru Maruyama
    Proc. ICIP 2017, 2017
  • Character Type Classification via Probabilistic Topic Model
    Takuma Yamaguchi and Minoru Maruyama
    International Journal of Signal Processing, Image Processing and Pattern Recognition, Vol.5(No.2), 123-140, 2012リポジトリ
  • A User Interface Using a Spiral Representation for Image Retrieval on a Mobile Terminal
    H.Yamamoto, H.Miyao and M.Maruyama
    Proc. 10th Asia Pacific Conference on Computer Human Interaction (APCHI2012), 625-626, 2012リポジトリ
  • A Tabletop-Based Real-World-Oriented Interface
    Hiroshi Takeda, Hidetoshi Miyao, Minoru Maruyama and David Asano
    Proc. 14th International Conference on Human-Computer Interaction (HCII-2011), 133-139, 2011
  • 確率的トピックモデルによる文書画像の領域分割
    山口拓真, 丸山稔
    電子情報通信学会論文誌 D, J92-D(6), 876-887, 2009
  • Extraction of characters on signboards in natural scene images by stump classifiers
    Minoru Maruyama and Takuma Yamaguchi
    Proc.10th International Conference on Document Analysis and Recognition (ICDAR2009), 1365-1369, 2009
  • Writer Adaptation for Online Handwriting Recognition System Using Virtual Examples
    Hidetoshi Miyao and Minoru Maruyama
    Proc.10th International Conference on Document Analysis and Recognition (ICDAR2009), 1156-1160, 2009
  • 特徴抽出方法の改善によるベイジアンフィルタの精度向上
    谷岡広樹、中川尚、丸山稔
    情報処理学会論文誌 数理モデル化と応用, 1(1), 175-184, 2008
  • Image categorization by a classifier based on probabilistic topic model
    Takuma Yamaguchi and Minoru Maruyama
    Proc. 19th International Conference on Pattern Recognition (ICPR-2008), 1-4, 2008
  • Feature extraction for document image segmentation by pLSA model
    Takuma Yamaguchi and Minoru Maruyama
    Proc. 8th International Workshop on Document Analysis Systems (DAS2008), 53-60, 2008
  • An online handwritten music symbol recognition system
    Hidetoshi Miyao and Minoru Maruyama
    International Journal on Document Analysis and Recognition, 9(1), 49-58, 2007, RefereedWebofScienceリポジトリ電子ジャーナル
  • Digit Recognition in a Natural Scene with Skew and Slant Normalization
    Takuma Yamaguchi, Minoru Maruyama, Hidetoshi Miyao, and Yasuaki Nakano
    International Journal on Document Analysis and Recognition, 7(2+3), 168-177, 2005, Refereed
  • A fast rendering method for a scene with participating media of anisotropic scattering property
    Yusuke Tokuyoshi and Minoru Maruyama
    Proc. Computer Graphics International 2005 (CGI2005), 227-233, 2005, Refereed
  • 階層型識別器を用いた情景画像からの文字抽出手法(画像認識, コンピュータビジョン)
    山口拓磨, 丸山稔
    電子情報通信学会論文誌. D-II, 情報・システム, II-パターン処理, J88-DII(6), 1047-1055, 2005, Refereedリポジトリ
  • 異方性散乱媒質が存在するシーンの高速レンダリング手法(コンピュータグラフィックス)
    徳吉雄介, 丸山稔
    情報処理学会論文誌, 46(11), 2795-2803, 2005, Refereedリポジトリ
  • A method to make multiple hypotheses with high cumulative recognition rate using SVMs
    K.Maruyama, H.Miyao, Y.Nakano
    Pattern Recognition, 37(2), 241-251, Feb. 2004, RefereedWebofScience
  • Character extraction from natural scene images by hierarchical classifiers
    Takuma Yamaguchi and Minoru Maruyama
    Proc. ICPR 2004, 2, 687-690, 2004, Refereed
  • A fast HMM algorithm based on stroke lengths for on-line recognition of handwritten music scores
    Youichi Mitobe, Hidetoshi Miyao and Minoru Maruyama
    Proc. 9th IWFHR 2004, 521-526, 2004, Refereed
  • SVMを用いた高累積正解率を持つ多クラスパターン識別(知識処理)
    丸山健一、丸山 稔、宮尾秀俊、中野康明
    情報処理学会論文誌[テクニカルノート], 44(8), 2270-2273, Aug. 2003, Refereedリポジトリ
  • Digit Classification on Signboards for Telephone Numbers Recognition
    T.Yamaguchi, H.Miyao, Y.Nakano
    Proc. ICDAR 2003, 359-363, 2003, Refereed
  • 画素連結方向成分を利用した方向性HMMオフライン文字認識(<特集>次世代移動通信ネットワークとその応用)
    西村広光、堤 正義、丸山 稔、宮尾秀俊、中野康明
    情報処理学会論文誌, 43(12), 4051-4058, Dec. 2002, Refereedリポジトリ
  • Hand-printed hiragana-recognition by support vector machines
    K.Maruyama, Y.Naknao
    Proc. IWFHR-2002, 55-60, 2002, Refereed
  • Off-line Hand-written Character Recognition Using integrated 1D HMMs based on Feature Extraction Filters
    H.Nishimura, M.Tsutsumi, H.Miyao, Y.Nakano
    Proc. ICDAR 2001, 417-421, 2001, Refereed
  • 他方向特徴抽HMMとBaggingによる多数決を利用した文字認識
    西村広光、小林誠、中野康明
    電子情報通信学会論文誌, J82-DII(9), 1429-1434, Sep. 1999, Refereed
  • Bidirectional optimization for reconstructing 3D shape from an image sequence with missing data
    Minoru Maruyama and Satoshi Kurumi
    Proc. ICIP'99, 27AO2-1, 1999, Refereed
  • Off-line character recognition using HMM by multiple directional feature extraction and voting with bagging algorithm
    H.Nishimura, M.Kobayashi, Y.Nakano
    Proc. ICDAR '99, 1999, Refereed
  • ユーザの「視点」に基づく適応的な情報視覚化
    寺岡照彦
    情報処理学会論文誌, 39(5), 1365-1372, May 1998, Refereed
  • 実環境再現のための部分画像の検索転写による情景画像の生成
    亀井克之、瀬尾和男
    電子情報通信学会論文誌, D-II(J81-DII), 331-341, Feb. 1998, Refereed
  • Face recognition by bi-directional view synthesis
    共著 S.Asano, Y.Nakano
    Proc. ICPR'98, 157-159, 1998, Refereed

Books and other publications

  • 脳科学大事典
    Joint work
    朝倉書店, 2000

Courses

  • Introduction to Artificial Intelligence
    Shinshu University
  • Introduction to Computer Graphics
    Shinshu University
  • Pattern Recognition and Machine Learning
    Shinshu University
  • Image Processing
    Shinshu University
  • Introduction to Deep Learning
    Shinshu University

Affiliated academic society

  • IEEE
  • ACM

Research Themes

  • 確率的トピックモデル